RRepoGEO

REPOGEO REPORT · LITE

samuelclay/NewsBlur

Default branch main · commit 7698b731 · scanned 5/17/2026, 6:06:54 AM

GitHub: 7,461 stars · 1,037 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface samuelclay/NewsBlur, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the core value proposition to the top of the README

    Why:

    CURRENT
    # NewsBlur

<div align="center">

**A personal news reader bringing people together to talk about the world.A new sound of an old instrument.*
    COPY-PASTE FIX
    # NewsBlur

A personal news reader with intelligence. NewsBlur is an open-source, self-hostable RSS feed reader and social news network that learns your preferences, highlights stories you like, and hides those you don't. It brings people together to talk about the world.
  • hightopics#2
    Expand topics to include key features and deployment models

    Why:

    CURRENT
    android, elasticsearch, feed-reader, ios, mongodb, postgresql, python, redis, rss, rss-reader
    COPY-PASTE FIX
    android, elasticsearch, feed-reader, ios, mongodb, postgresql, python, redis, rss, rss-reader, self-hosted, social-sharing, news-aggregator, personalization, real-time-news
  • mediumreadme#3
    Explicitly state NewsBlur is a full application/platform, not a library

    Why:

    COPY-PASTE FIX
    Add a sentence to the introductory section or 'About' section, such as: 'NewsBlur is a complete, self-contained web application and platform, designed for end-users to manage and consume news feeds, not a development library or framework.'

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface samuelclay/NewsBlur
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
apache/spark
Recommended in 3 of 2 queries
COMPETITOR LEADERBOARD
  1. apache/spark · recommended 3×
  2. FreshRSS/FreshRSS · recommended 1×
  3. nextcloud/news · recommended 1×
  4. fox/tt-rss · recommended 1×
  5. miniflux/v2 · recommended 1×
  • CATEGORY QUERY
    What are good self-hostable RSS feed readers with social sharing capabilities?
    you: not recommended
    AI recommended (in order):
    1. FreshRSS (FreshRSS/FreshRSS)
    2. Nextcloud News (nextcloud/news)
    3. Tiny Tiny RSS (TTRSS) (fox/tt-rss)
    4. Miniflux (miniflux/v2)
    5. Selfoss (fossar/selfoss)

    AI recommended 5 alternatives but never named samuelclay/NewsBlur. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python-based real-time news aggregator that learns user preferences.
    you: not recommended
    AI recommended (in order):
    1. Feedly
    2. scikit-learn (scikit-learn/scikit-learn)
    3. Newspaper3k (codelucas/newspaper)
    4. Gensim (piskvorky/gensim)
    5. feedparser (kurtmckee/feedparser)
    6. Streamlit (streamlit/streamlit)
    7. Dash (plotly/dash)
    8. spaCy (explosion/spaCy)
    9. Django (django/django)
    10. Flask (pallets/flask)
    11. Celery (celery/celery)
    12. Redis (redis/redis)
    13. Apache Spark (apache/spark)
    14. PySpark (apache/spark)
    15. MLlib (apache/spark)

    AI recommended 15 alternatives but never named samuelclay/NewsBlur. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of samuelclay/NewsBlur?
    pass
    AI named samuelclay/NewsBlur explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts samuelclay/NewsBlur in production, what risks or prerequisites should they evaluate first?
    pass
    AI named samuelclay/NewsBlur explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo samuelclay/NewsBlur solve, and who is the primary audience?
    pass
    AI named samuelclay/NewsBlur explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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samuelclay/NewsBlur — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite